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High-quality semi-supervised anomaly detection with generative adversarial networks
PurposeThe visualization of an anomaly area is easier in anomaly detection methods that use generative models rather than classification models....
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Ebstein’s anomaly: an electrophysiological perspective
Ebstein’s anomaly of the tricuspid valve (EA) is an uncommon congenital cardiac malformation. It can present with atrioventricular tachycardia...
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Automated screening of computed tomography using weakly supervised anomaly detection
BackgroundCurrent artificial intelligence studies for supporting CT screening tasks depend on either supervised learning or detecting anomalies....
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Ebstein’s anomaly with total anomalous pulmonary venous connection in an adult
Ebstein’s anomaly is a rare congenital cardiac disease which is often associated with various other cardiac anomalies. However, its association with...
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Recurrent Unexplained Neck Abscess Due to 4th Branchial Anomaly
Branchial arch anomalies commonly manifest as cyst, sinus, or fistulous opening in the neck. They commonly arise from the 2nd arch and rarely from...
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Multiple instance ensembling for paranasal anomaly classification in the maxillary sinus
PurposeParanasal anomalies are commonly discovered during routine radiological screenings and can present with a wide range of morphological...
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Multimodality Imaging in Ebstein Anomaly
Ebstein anomaly is the most common form of tricuspid valve congenital anomalies. The tricuspid valve is abnormal with different degrees of...
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Prediction of disease severity in COPD: a deep learning approach for anomaly-based quantitative assessment of chest CT
ObjectivesTo quantify regional manifestations related to COPD as anomalies from a modeled distribution of normal-appearing lung on chest CT using a...
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Severe form of Ebstein’s anomaly associated with ventricular septal defect
Although the ventricular septal defect (VSD) that coexists with the severe form of Ebstein’s anomaly was thought to be beneficial for hemodynamics,...
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Ruptured sinus of Valsalva aneurysm in a case of Ebstein anomaly: a clinical masquerade of two perfectly balanced lesions
A combination of a ruptured sinus of Valsalva (RSOV) with Ebstein anomaly is a rare and clinically challenging entity. We describe a case of a...
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Lymphatic malformations: a 9-year experience at the vascular anomaly clinic
PurposeTo share our experience in the management of a specific type of vascular malformations (lymphatic) at a specialized multidisciplinary clinic...
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Dual left anterior descending coronary artery and anomalous origin of left circumflex artery: a novel coronary anomaly revealed by CCTA
In the rare coronary anomaly of Dual LAD, two segments of the vessel reside within the anterior interventricular sulcus. In our case, the short LAD...
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Complimentary Cardiac Computed Tomography Ventricular Volumetry-Derived Metrics of Severity in Patients with Ebstein Anomaly: Comparison with Echocardiography-Based Severity Indices
Detailed three-dimensional cardiac segmentations using cardiac computed tomography (CT) data is technically feasible in patients with Ebstein...
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Two-step spatiotemporal anomaly detection corrected for lag reporting time with application to real-time dengue surveillance in Thailand
BackgroundDengue infection ranges from asymptomatic to severe and life-threatening, with no specific treatment available. Vector control is crucial...
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Unsupervised anomaly detection of implausible electronic health records: a real-world evaluation in cancer registries
BackgroundCancer registries collect patient-specific information about cancer diseases. The collected information is verified and made available to...
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Evaluation of the application of sequence data to the identification of outbreaks of disease using anomaly detection methods
Anomaly detection methods have a great potential to assist the detection of diseases in animal production systems. We used sequence data of Porcine...
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Fibro-adipose vascular anomaly (FAVA) - diagnosis, staging and management
BackgroundThe diagnosis and treatment of fibro-adipose vascular anomaly (FAVA) of the limb remains challenging since this entity is rare and complex....
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Duodenal duplication cyst at the second part of the duodenum with congenital duodenal position anomaly completely resected by laparoscopic partial duodenectomy: a case report
BackgroundDuodenal duplication cysts (DDC) are rare duplications of the alimentary tract. Their treatment depends on their size and location. A...
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Anomaly prediction of CT equipment based on IoMT data
BackgroundLarge-scale medical equipment, which is extensively implemented in medical services, is of vital importance for diagnosis but vulnerable to...
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Radiomics-based machine learning approach in differentiating fibro-adipose vascular anomaly from venous malformation
BackgroundAs a complex vascular malformation, fibro-adipose vascular anomaly was first proposed in 2014. Its overlap with other vascular...
